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IFAI

ARC-AGI-2

Product2 stories

  1. ResearchReach 31

    Confluence Labs hits 97.9% on ARC-AGI-2 for under $12

    Confluence Labs just exited stealth with a 97.9% score on the ARC-AGI-2 benchmark at $11.77 per task, open-sourcing its entire solver on GitHub. The lab uses LLM-guided program synthesis to tackle data-sparse reasoning, aiming to bring the approach to drug design and hardware engineering next.

  2. ResearchReach 44

    ARC Prize launches ARC-AGI-2 to break AI reasoning

    ARC Prize just unveiled ARC-AGI-2 and launched its 2025 competition to stress-test general fluid intelligence. Every test task was solved by multiple humans in two tries or less, yet pure LLMs score a clean 0% and public reasoning systems barely reach single digits. Why it matters: simply scaling up parameters won't close this reasoning gap; AGI needs fundamentally new architectures.